# GA3: Stage 2, convolutional Model

Make conv blocks: 2 layers w 32 filters + 2 layers 2 16 filters
Window size 24h:

"Current pollution" baseline:
train mae = 29.565208
validation mae = 31.122208

=> Lower LR to 0.005
=> Swap StandardScaler to MinMaxScaler


More stable learning, but scores remain the same